https://community.esri.com/t5/developers-ideas/gis/idi-p/1624230 <P><STRONG>Idea: "Geo-Sentient Routes"&nbsp; A Real-Time Risk-Aware Navigation System for Cyclists Using GIS and Environmental Sensors</STRONG> &nbsp;</P><P>Develop a GIS-based system that integrates <STRONG>real-time environmental sensor data</STRONG> (e.g., light levels, air quality, noise, and vehicle density) with <STRONG>spatial risk mapping</STRONG> to create <STRONG>dynamic, personalized navigation routes for cyclists</STRONG> — routes that adapt based not only on shortest distance but on <STRONG>moment-by-moment safety and comfort factors</STRONG>.</P> Tue, 17 Jun 2025 09:41:13 GMT ZahraYaghoobloo 2025-06-17T09:41:13Z https://community.esri.com/t5/developers-ideas/gis/idi-p/1624230 <P><STRONG>Idea: "Geo-Sentient Routes"&nbsp; A Real-Time Risk-Aware Navigation System for Cyclists Using GIS and Environmental Sensors</STRONG> &nbsp;</P><P>Develop a GIS-based system that integrates <STRONG>real-time environmental sensor data</STRONG> (e.g., light levels, air quality, noise, and vehicle density) with <STRONG>spatial risk mapping</STRONG> to create <STRONG>dynamic, personalized navigation routes for cyclists</STRONG> — routes that adapt based not only on shortest distance but on <STRONG>moment-by-moment safety and comfort factors</STRONG>.</P> Tue, 17 Jun 2025 09:41:13 GMT https://community.esri.com/t5/developers-ideas/gis/idi-p/1624230 ZahraYaghoobloo 2025-06-17T09:41:13Z